System-of-record decisions
Use the evidence to set priorities and acceptance criteria before choosing implementation details.
Shopify app integration
Connect the stackwith explicit ownership
Integrate ERP, CRM, search, loyalty, subscriptions, reviews, analytics, and fulfillment around explicit data contracts and failure handling.
- 01
- System-of-record decisions
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- Data and event contracts
- 03
- Monitoring and failure recovery
The core decision
Architecture starts with ownership, data contracts, and failure handling.
We define systems of record, event flows, identity, retries, monitoring, privacy, and operational ownership so teams can understand a failure, recover from it, and avoid an escalation-only process.
Tenten perspective
Architecture starts with ownership, data contracts, and failure handling.
What creates pressure
Three constraints to resolve before implementation
Data and event contracts
Translate the finding into a clear operating decision, an owner, and a measurable review point.
Monitoring and failure recovery
Keep the decision visible through design, engineering, launch, and the first optimization cycle.
Decision chapter 01
Architecture starts with ownership, data contracts, and failure handling.
We define systems of record, event flows, identity, retries, monitoring, privacy, and operational ownership so teams can understand a failure, recover from it, and avoid an escalation-only process.
Integrate ERP, CRM, search, loyalty, subscriptions, reviews, analytics, and fulfillment around explicit data contracts and failure handling.
System-of-record decisions
Use the evidence to set priorities and acceptance criteria before choosing implementation details.
Data and event contracts
Translate the finding into a clear operating decision, an owner, and a measurable review point.
Monitoring and failure recovery
Keep the decision visible through design, engineering, launch, and the first optimization cycle.
What the delivery must cover
System-of-record decisions
Define the decision, dependencies, and proof required before work moves into production.
Data and event contracts
Design with real content and operating constraints so the experience can survive launch.
Monitoring and failure recovery
Build explicit system boundaries, release ownership, and maintainable implementation paths.
What the team should leave with
Validate the result and leave the team with a practical next operating cycle.
Decision comparison
| Current model | Target operating model | |
|---|---|---|
| Ownership | Dependencies are spread across vendors and tools. | Owners and system boundaries are explicit. |
| Release flow | Changes wait on fragile or manual coordination. | Teams can preview, validate, and release deliberately. |
| Experience | Platform constraints shape the customer journey. | The journey follows the brand and buying context. |
| Operations | Exceptions become recurring manual work. | Common workflows are designed into the operating model. |
| Change cost | Each change reopens old dependencies. | Reusable foundations lower the cost of the next change. |
Delivery process
Discover
Map the business decision, current constraints, dependencies, and acceptance evidence.
Define
Agree on the target journey, system ownership, data boundaries, and implementation scope.
Design
Prototype with real content and validate the highest-risk journeys before full production.
Build
Implement, integrate, and test the system with observable quality gates.
What the team should leave with
01
System-of-record decisions
Use the evidence to set priorities and acceptance criteria before choosing implementation details.
02
Data and event contracts
Translate the finding into a clear operating decision, an owner, and a measurable review point.
03
Monitoring and failure recovery
Keep the decision visible through design, engineering, launch, and the first optimization cycle.
04
What the team should leave with
Use the evidence to set priorities and acceptance criteria before choosing implementation details.
Tenten perspective
Senior people stay close from decision to delivery.
Common questions
How do you decide the project scope?＋
We begin with the business decision, current-state constraints, target operating model, and evidence required for acceptance. The scope follows those findings.
Can Tenten work with our internal team and existing vendors?＋
Yes. We document system and decision ownership early so internal teams and specialist partners can work without ambiguous handoffs.
How do we keep the scope from expanding indefinitely?＋
We tie scope to the decisions, dependencies, and acceptance evidence agreed at the start, then record changes rather than hiding them inside delivery.
What happens after launch?＋
The first operating cycle reviews performance, user behavior, content needs, and unresolved risks so the next iteration starts from evidence.
Further reading
All insights →
Related paths
Bring complex buying online and preserve the relationshipChange the platform with controlled business riskA composable storefront with explicit boundaries
Start with the real constraint
Turn the next commerce decision into an executable plan.
Bring the market, platform, and operating questions. We will help define the evidence, scope, and next step.